• DocumentCode
    3060579
  • Title

    Acoustic striation processing for ocean bottom characterization

  • Author

    Ren, Qun-yan ; Hermand, Jean-Pierre

  • Author_Institution
    Environ. Hydroacoustics Lab., Univ. libre de Bruxelles (U.L.B.), Brussels, Belgium
  • fYear
    2011
  • fDate
    6-9 June 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Broad-band sound field excited by a moving source usually exhibit striations, whose structures are characterized by the propagation medium. Such relationship has been explored for underwater inverse problems, including sediment geoacoustic characterization, source localization and target recognition. The primary step for these applications is feature extraction by interference structure processing. Image processing methods based on the Radon transform, Hough transform and two-dimensional fast Fourier transform (FFT) have been used to process the interference structure to estimate the overall slope of the striations. These transforms do not allow extracting local properties of the striation pattern, e.g., the striation positions, which are also closely related to environment properties. In this paper, a multi-scale line filter based on the image Hessian matrix eigenvalues analysis is introduced and applied in searching for geometrical structures that can be regarded as a line. The location and slope of specific striation can be easily estimated from the filtered image for further applications. The possibility of using a set of striation positions for the geoacoustic characterization of a layered ocean bottom is discussed in this paper.
  • Keywords
    Hessian matrices; Hough transforms; Radon transforms; eigenvalues and eigenfunctions; fast Fourier transforms; feature extraction; filtering theory; geophysical image processing; seafloor phenomena; underwater acoustic propagation; FFT; Hough transform; Radon transform; acoustic striation processing; broadband sound field; feature extraction; image Hessian matrix eigenvalues analysis; image filter; image processing methods; interference structure processing; multiscale line filter; ocean bottom characterization; propagation medium; sediment geoacoustic characterization; source localization; target recognition; two-dimensional fast Fourier transform; underwater inverse problems; Broadband communication; Eigenvalues and eigenfunctions; Interference; Linearity; Oceans; Sea measurements; Sediments;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    OCEANS, 2011 IEEE - Spain
  • Conference_Location
    Santander
  • Print_ISBN
    978-1-4577-0086-6
  • Type

    conf

  • DOI
    10.1109/Oceans-Spain.2011.6003566
  • Filename
    6003566